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ResearchFormerly WizWand

Semantic Entity Recognition on SROIE

98.45SER AccuracyGraphDoc
94.65495.639596.62597.6105Sep 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GraphDoc#Params=265M2024.0998.45
Wukong-Reader#Params=470M2024.0998.15
mmLayout#Params=large2024.0997.91
UNER#Params=base, supervised_pretrained=true2024.0997.61
ERNIE-Layout#Params=large2024.0997.55
LayoutMask#Params=404M2024.0997.27
RORE-GeoLayoutLM#Params=399M+242024.0996.97
StrucTexT#Params=107M2024.0996.88
BROS#Params=340M2024.0996.62
GeoLayoutLM#Params=399M, reproduced=true2024.0996.62
RORE-LayoutLMv3#Params=368M+242024.0996.59
MatchVIE#Params=base2024.0996.57
LayoutLMv3#Params=368M, reproduced=true2024.0996.12
RORE-LayoutLMv3#Params=133M+122024.0995.65
LayoutLMv3#Params=133M, reproduced=true2024.0994.8